Toss the potatoes in the mixture of the butter, thyme, salt and pepper, arrange in a single layer in a baking pan and bake in a preheated 500F/260C over on the top-middle rack until golden brown, about 10-15 minutes, per side.
Flip the potatoes again, add the broth, lemon juice and garlic and roast for another 10 minutes